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Comparing Scoring Methods for Situational Judgment Tests in International Student Selection: Examinations of Criterion-Related Validity and Ethnic Subgroup Differences 国际学生选拔情境判断测验评分方法之比较:标准相关效度与族群亚组差异之检验
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-12-26 DOI: 10.1111/ijsa.70036
Haonan Li, Qingxiong (Derek) Weng

Situational judgment tests (SJTs) are increasingly recognized as effective tools for student selection in higher education. However, no research has examined how scoring methods affect the validity and fairness of SJTs for students, especially in international settings. This study aims to evaluate how different scoring methods affect the criterion-related validity of student SJTs and the ethnic subgroup differences. A total of 311 students from universities in the U.S. and China completed the student SJTs. The findings reveal that mode consensus and proportion consensus exhibit relatively higher criterion-related validity than traditional scoring methods. However, dichotomous consensus performed better than other scoring methods, including mode consensus and proportion consensus in reducing subgroup differences. The study provides valuable insights for enhancing the validity and fairness of SJTs in student selection processes across cultural contexts.

情景判断测试(sjt)越来越被认为是高等教育选拔学生的有效工具。然而,没有研究考察评分方法如何影响学生的sjt的有效性和公平性,特别是在国际环境中。本研究旨在探讨不同的评分方法对学生sjt标准相关效度的影响,以及种族亚组差异。共有311名来自美国和中国大学的学生完成了学生sjt。结果表明,模式一致性和比例一致性比传统的评分方法具有更高的标准相关效度。但在减少亚组差异方面,二分类共识优于模式共识和比例共识等评分方法。本研究为在跨文化背景的学生选拔过程中提高sjt的有效性和公平性提供了有价值的见解。
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引用次数: 0
Why Personnel Selection Should Target Job Performance AND Well-Being 为什么人员选择应该以工作绩效和幸福感为目标
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-12-17 DOI: 10.1111/ijsa.70037
Cornelius J. König, Stefan Krumm, Tanja Bipp, Maike E. Debus, Ute-Christine Klehe, Martin Kleinmann, Markus Langer, Klaus G. Melchers, Philipp Schäpers, Anja Strobel

In this “Provocation Article”, we argue that the sole focus of personnel selection research and practice on job performance criteria represents a substantial limitation. While job performance remains a key outcome, employee well-being is also relevant—both as an intrinsic value and as a predictor of important organizational outcomes such as turnover, absenteeism, and citizenship behavior. Given the solid evidence on individual differences and work-related factors that influence employee well-being, and drawing on ethical, legal, and economic arguments, we call for a paradigm shift: Well-being should be treated as an explicit criterion in personnel selection. We outline five practical pathways for integrating well-being into selection systems, including the use of well-being-related traits (which should be carefully matched to job-specific demands), person–environment fit approaches, simulation-based tools, communicating well-being priorities to applicants, and using selection insights to inform onboarding and support. We also discuss four key challenges, such as the risk of discriminatory practices, balancing multiple criteria, and faking. Finally, we sketch a research agenda to guide future work on well-being-focused selection. Overall, we advocate for multi-criteria selection systems that promote not only organizational performance but also human flourishing.

在这篇“挑衅文章”中,我们认为,人事选择研究和实践的唯一焦点是工作绩效标准,这是一种实质性的限制。虽然工作表现仍然是一个关键的结果,但员工的幸福感也是相关的——既是一种内在价值,也是一种重要的组织结果(如人员流动、缺勤和公民行为)的预测指标。鉴于个体差异和工作相关因素影响员工幸福感的确凿证据,并借鉴道德、法律和经济方面的论据,我们呼吁范式转变:幸福感应被视为人员选择的明确标准。我们概述了将幸福感整合到选择系统中的五种实用途径,包括使用与幸福感相关的特征(应仔细匹配工作特定需求),人-环境匹配方法,基于模拟的工具,向申请人传达幸福感优先事项,以及使用选择见解来通知入职和支持。我们还讨论了四个关键挑战,例如歧视性做法的风险、平衡多个标准和伪造。最后,我们概述了一个研究议程,以指导未来以福祉为重点的选择工作。总的来说,我们提倡多标准选拔系统,不仅促进组织绩效,而且促进人类繁荣。
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引用次数: 0
Validity at Risk? the Future of Generative AI Use by Candidates in Assessments 有效性存在风险?考生在评估中使用生成人工智能的未来
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-12-17 DOI: 10.1111/ijsa.70035
Djurre Holtrop, Roderick Bronzwaer

In this commentary on Lievens and Dunlop (2024), we critically evaluate the implications of candidate GenAI use from the perspectives of criterion- and construct-related validity. While the focal article provides valuable scenarios for understanding the role of GenAI use by candidates, we argue it may underestimate the speed of technological development and overstate the generalizability of augmentation across all job types. By considering increasing GenAI accessibility, we highlight how ease of use may weaken the diagnostic value of GenAI-related variance in assessments. Furthermore, we propose experimental paradigms to empirically investigate the impact of GenAI on criterion- and construct-related validity by framing GenAI as either an impersonator or an assistant. Finally, we reflect on a future where GenAI agents may challenge existing conceptions of construct validity, calling for a rethinking of the way we define and measure psychological constructs in the age of AI.

在这篇关于Lievens和Dunlop(2024)的评论中,我们从标准和结构相关效度的角度批判性地评估了候选GenAI使用的含义。虽然这篇重点文章为理解求职者使用GenAI的作用提供了有价值的场景,但我们认为它可能低估了技术发展的速度,夸大了在所有工作类型中增强的普遍性。通过考虑增加GenAI的可及性,我们强调了易用性如何削弱GenAI相关方差在评估中的诊断价值。此外,我们提出了实验范式,通过将GenAI框架为模仿者或助手来实证研究GenAI对标准和结构相关效度的影响。最后,我们思考了一个未来,GenAI代理可能会挑战现有的构念有效性概念,要求我们重新思考我们在人工智能时代定义和测量心理构念的方式。
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引用次数: 0
Analyzing Noise Data From a Noise Audit: A Guide for Industrial-Organizational Practitioners 从噪声审计分析噪声数据:工业组织从业者指南
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-12-10 DOI: 10.1111/ijsa.70034
Morten Nordmo, Magnus Nordmo

There is growing interest in identifying and reducing noise, the unwanted variability in subjective evaluations, in personnel selection. Although a framework for noise analysis exists, its limited use may stem from a lack of tools to identify and evaluate the magnitude of noise. This article aims to present both technical and nontechnical options for noise analysis and evaluation, and to provide a general threshold for acceptable noise levels along with qualitative descriptors. It also bridges the concepts of noise and interrater agreement, clarifying how different measures of agreement can inform noise analysis. First, several quantitative tools for noise analysis are demonstrated, including partitioning noise into level and pattern components, quantifying noise as a percentage, and assessing complex interrater reliability metrics such as the Intraclass Correlation Coefficient (ICC) and Gwet's AC. Examples and code are provided in Excel, R, and Stata. Second, qualitative descriptions and a threshold for acceptable and unacceptable noise levels are benchmarked using data from a subject matter expert survey.

人们对识别和减少噪音越来越感兴趣,噪音是主观评价和人员选择中不需要的变化。虽然存在噪声分析的框架,但其有限的使用可能源于缺乏识别和评估噪声大小的工具。本文旨在介绍噪声分析和评估的技术和非技术选项,并提供可接受噪声水平的一般阈值以及定性描述符。它还连接了噪声和解释器一致性的概念,阐明了不同的一致性度量如何为噪声分析提供信息。首先,本文展示了几种用于噪声分析的定量工具,包括将噪声划分为水平和模式分量,将噪声量化为百分比,以及评估复杂的互层可靠性指标,如类内相关系数(ICC)和Gwet的AC。Excel、R和Stata中提供了示例和代码。其次,定性描述和可接受和不可接受的噪声水平的阈值使用来自主题专家调查的数据作为基准。
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引用次数: 0
A Quantitative Analysis of 21st Century Skills: A Case of Semantic and Psychometric Overlap 21世纪技能的定量分析:一个语义和心理测量重叠的案例
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-11-14 DOI: 10.1111/ijsa.70030
Gabrielle Teyssier-Roberge, Joel Gagnon, Sébastien Tremblay, Helen Hodgetts

While the concept of 21st century skills has become omnipresent, there is little consistency regarding the terms, definitions, or measurement instruments used, causing a problem for personnel selection policies as well as education and training. A proliferation of terms makes it difficult to identify, operationalize, assess, and teach these nontechnical skills, and also goes against the scientific principle of parsimony. This study aimed to simplify the field by using a three-phase approach to quantify and reduce the extent of proliferation: A literature survey, a latent semantic analysis, and a hierarchical cluster analysis. Forty 21st century “skills” were identified in the literature search, and analyses revealed a high degree of semantic and psychometric overlap. This suggests that some individual “skills” may not be conceptually distinct, but are rather an array of context-dependent manifestations of a more general underlying competency. We stop short of proposing a new taxonomy of 21st century skills, however some examples of conceptually distinct themes to emerge include competencies relating to interpersonal (e.g., teamwork), intrapersonal (e.g., self-management), and goal-directed/executive skills. To establish greater coherence within the field, we suggest standardizing terms, reducing task impurity of assessment, and revisiting the concept of skills to encompass only higher-order, general competencies. We assert that human resources (HR) professionals should shift from isolated skill labels to adopt competency-based hiring and training frameworks, and use dynamic, behavior-based assessments to evidence these abilities rather than self-reports.

虽然21世纪技能的概念已经无处不在,但所使用的术语、定义或测量工具几乎没有一致性,这给人员选择政策以及教育和培训带来了问题。术语的激增使得识别、操作、评估和教授这些非技术技能变得困难,也违背了简约的科学原则。本研究旨在通过使用三个阶段的方法来量化和减少扩散的程度,从而简化该领域:文献调查,潜在语义分析和分层聚类分析。在文献检索中确定了40项21世纪的“技能”,分析显示语义和心理测量的高度重叠。这表明,一些个人的“技能”可能在概念上并不是截然不同的,而是一种更普遍的潜在能力的一系列与上下文相关的表现。我们没有提出21世纪技能的新分类,但是一些概念上不同主题的例子出现了,包括与人际关系(如团队合作)、人际关系(如自我管理)和目标导向/执行技能相关的能力。为了在领域内建立更大的一致性,我们建议标准化术语,减少评估的任务杂质,并重新审视技能的概念,以只包含高阶的、一般的能力。我们认为,人力资源专业人员应该从孤立的技能标签转向采用基于能力的招聘和培训框架,并使用动态的、基于行为的评估来证明这些能力,而不是自我报告。
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引用次数: 0
Beyond Pay: The Effects of Interviewers' Emphasis on Pay and Career Growth on Attracting Highly Qualified Applicants 超越薪酬:面试官对薪酬和职业发展的重视对吸引高素质求职者的影响
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-11-05 DOI: 10.1111/ijsa.70033
Sun Young Lee, Bart Dietz

The challenge of attracting highly qualified workers is a growing concern for organizations. From a strategic communication perspective, emphasizing competitive pay has been regarded as essential for attracting highly qualified job applicants. However, little research has examined whether interviewers' strategic emphasis on pay is effective in attracting highly qualified applicants compared to less qualified ones. In this study, we investigate the effectiveness of interviewers' emphasis on pay in attracting highly qualified applicants and explore an alternative reward that may be more appealing when emphasized during interviews. Across four studies involving 1016 participants, we find that while competitive pay is frequently highlighted during job interviews, such emphasis tended to attract less qualified applicants than highly qualified ones. In contrast, when interviewers emphasize career growth potential regarding a job, highly qualified applicants are more attracted compared to their less qualified counterparts. We conclude by discussing theoretical and practical implications.

吸引高素质员工的挑战越来越受到企业的关注。从战略沟通的角度来看,强调有竞争力的薪酬被认为是吸引高素质求职者的必要条件。然而,很少有研究调查面试官对薪酬的策略性强调是否能有效地吸引高素质的求职者,而不是不合格的求职者。在本研究中,我们调查了面试官强调薪酬在吸引高素质应聘者方面的有效性,并探索了在面试中强调的另一种奖励可能更具吸引力。在涉及1016名参与者的四项研究中,我们发现,虽然有竞争力的薪酬在求职面试中经常被强调,但这种强调往往会吸引资历较低的求职者,而不是高素质的求职者。相反,当面试官强调一份工作的职业发展潜力时,高素质的求职者比素质较差的求职者更有吸引力。最后,我们讨论了理论和实践意义。
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引用次数: 0
Tick Tock, Tick Tock, Time's Up! How Response Time Limits in Asynchronous Video Interviews Influence Interview Anxiety, Impression Management, and Performance 滴答,滴答,时间到了!异步视频面试中的反应时间限制如何影响面试焦虑、印象管理和表现
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-10-30 DOI: 10.1111/ijsa.70031
Koralie Orji, Adrian Bangerter

Asynchronous video interviews (AVIs) often feature a limit on the total time allotted for an interviewee's response to a question. Little is known about how this time limit affects interviewees' experiences and outcomes. This experiment investigates the influence of different response time limits, one, three, or five min, on interview anxiety, impression management (IM), and interview performance. Participants (N = 185) took part in a mock AVI. We measured their interview anxiety state, honest and deceptive IM usage, and interview performance. Results showed that time limits did not directly affect anxiety or IM, but changed how long participants spoke. Interviewees spoke differently depending on the condition, with speaking time plateauing from three min. Speaking longer was linked to lower anxiety, more honest IM, and higher performance. However, simply offering more time did not guarantee these benefits. In fact, longer response time limits increased anxiety and lowered honest IM and performance when controlling for speaking time. Also, performance followed a curvilinear pattern: it was highest with a three-min time limit and lower when interviewees had one or five min. This effect was driven by changes in clarity and relevance, whereas competence ratings remained stable. Overall, while 1 min appears too restrictive, giving more than three does not improve outcomes.

异步视频访谈(AVIs)通常对被采访者回答问题的总时间有限制。关于这个时间限制如何影响受访者的经历和结果,我们知之甚少。本实验探讨了不同的反应时间限制,1分钟,3分钟或5分钟,对面试焦虑,印象管理(IM)和面试表现的影响。参与者(N = 185)参加了模拟AVI。我们测量了他们的面试焦虑状态、诚实和欺骗IM的使用情况以及面试表现。结果显示,时间限制并不直接影响焦虑或即时通讯,但改变了参与者说话的时间。受访者在不同的情况下说话方式不同,说话时间从三分钟开始趋于稳定。说话时间越长,焦虑程度越低,即时通讯越诚实,表现越好。然而,仅仅提供更多的时间并不能保证这些好处。事实上,在控制说话时间时,较长的反应时间会增加焦虑,降低诚实的即时通讯和表现。此外,受访者的表现也遵循曲线模式:三分钟的时间限制是最高的,而一分钟或五分钟的时间限制则较低。这种影响是由清晰度和相关性的变化驱动的,而能力评级保持稳定。总的来说,虽然1分钟显得过于严格,但超过3分钟并不会改善结果。
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引用次数: 0
Cyber-Vetted Behind the Smokescreen: The Evaluations of Cigarette and Cannabis Smokers in Hiring 烟幕背后的网络审查:香烟和大麻吸烟者在招聘中的评估
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-10-22 DOI: 10.1111/ijsa.70027
Namita Bhatnagar, Nicolas Roulin

A history of cannabis prohibition and tobacco/drug-control campaigns has created negative stereotypes around cigarette and cannabis users. Cyber-vetting, where organizations scan prospective employees’ online footprints, has also risen. This research integrates stereotyping and personnel selection literatures to examine whether cyber-vetted knowledge of job applicants’ private smoking behaviors influences assessor evaluations regardless of interview performance. It also examines the implications of when cyber-vetting takes place. Three experiments with student and professional samples paired social media cyber-vetting with realistic video-based interview simulations in North American jurisdictions where recreational cannabis is legal. In Study 1, 224 Canadian business students, role-playing as hiring managers, gave lower ratings to cigarette and cannabis smokers. A high-quality interview, while helpful, did not overcome the lowered evaluations. In Study 2 (with 318 Canadian business students), we used the Stereotype Content Model to show the indirect impact of smoking status on expected counterproductive workplace behaviors and final evaluations via diminished competence and warmth perceptions. In Study 3, 185 HR professionals in California also rated smokers unfavorably. While overall evaluations were higher when cyber-vetting occurred pre- versus post-interview for cannabis smokers, no significant differences were found for cigarette smokers. Overall, we highlight implications for smokers’ employability as cyber-vetting and legal access to cannabis both gain traction.

大麻禁令和烟草/毒品管制运动的历史造成了对香烟和大麻使用者的负面刻板印象。网络审查——企业扫描潜在员工的网络足迹——也有所增加。本研究整合刻板印象与人事选择的相关文献,探讨在面试表现不佳的情况下,求职者私处吸烟行为的网络审查知识是否会影响评核员的评价。它还研究了何时进行网络审查的影响。在休闲大麻合法的北美司法管辖区,学生和专业人员样本进行了三项实验,将社交媒体网络审查与基于视频的真实面试模拟相结合。在研究1中,224名加拿大商科学生扮演招聘经理,给吸烟和吸食大麻的人较低的评分。高质量的面试虽然有帮助,但并不能克服低评价。在研究2中(318名加拿大商科学生),我们使用刻板印象内容模型来显示吸烟状况对预期的反生产工作行为的间接影响,以及通过降低能力和温暖感知的最终评估。在研究3中,加州的185名人力资源专家也对吸烟者进行了负面评价。虽然对大麻吸烟者进行网络审查前后的总体评价较高,但对吸烟者没有发现显著差异。总的来说,我们强调了网络审查和合法获取大麻对吸烟者就业能力的影响。
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引用次数: 0
Does It Matter Which Subtests We Use to Measure General Cognitive Ability? Group Differences Across Test Composites 我们用哪些子测试来衡量一般认知能力重要吗?测试组合物的组差异
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-10-22 DOI: 10.1111/ijsa.70029
Isaac M. Bazian, Samuel D. Lee, Nathan R. Kuncel, Paul R. Sackett

We demonstrate that overreliance on the common convention in our field that virtually any composite of three or more specific cognitive tests will result in a robust measure of general cognitive ability (GCA) can lead to inconsistent inferences about the nature of subgroup differences in GCA. Using data from Project Talent and NLSY97, we examined how different composites of cognitively loaded tests can vary in terms of subgroup differences. After forming all possible three-test composites in each dataset, we found that while these composites generally had very similar correlations with GCA, they varied much more widely in their degrees of gender and race/ethnic mean score differences. We discuss considerations that can aid in assembling test composites that better capture true subgroup differences.

我们证明,过度依赖我们领域的共同惯例,即几乎任何三个或更多特定认知测试的组合都将导致一般认知能力(GCA)的稳健测量,这可能导致关于GCA亚组差异性质的不一致推断。使用来自Project Talent和NLSY97的数据,我们研究了认知负载测试的不同组合如何在亚组差异方面发生变化。在每个数据集中形成所有可能的三测试组合后,我们发现,虽然这些组合通常与GCA具有非常相似的相关性,但它们在性别和种族/民族平均得分差异程度上的差异要大得多。我们将讨论有助于组装测试组合的注意事项,以便更好地捕获真正的子组差异。
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引用次数: 0
Knowing How Personnel Selection Algorithms Compare With Human Recruiters Influences Their Perceived Trustworthiness 了解人员选择算法与人类招聘人员的比较如何影响他们的可信度
IF 2.4 4区 管理学 Q3 MANAGEMENT Pub Date : 2025-10-15 DOI: 10.1111/ijsa.70028
Mads N. Arnestad, Yochanan E. Bigman, Elizabeth Solberg, Kurt J. Gray

As the performance of artificial intelligence (AI) enabled algorithms to improve, so too increases the potential for them to be used to increase the efficiency and effectiveness of human resource management (HRM) decisions. Yet, public distrust in AI algorithms could keep organizations from using this technology to improve HRM decision-making. Here, we examine one factor that may influence the perceived trustworthiness of AI algorithms used in HRM, specifically those used in personnel selection decisions. Drawing from organizational justice and trust theories, we posit that knowledge of how the algorithm compares with human recruiters in terms of hiring members of traditionally discriminated demographic groups serves as a fairness heuristic that affects the algorithm's perceived trustworthiness by increasing its perceived ability, benevolence, and integrity. In three experimental studies (N = 1382), we show that when people are informed that an algorithm used in personnel selection results in more women or racial minorities being hired, as compared to selection decisions made by human recruiters, they perceive it as having higher ability, benevolence and integrity, and are more willing to adopt it and to follow its recommendations. The opposite is true when the algorithm is said to decrease the number of women and racial minorities being hired. Our research suggests that auditing personnel selection decisions made using AI algorithms and communicating how they compare with human recruiters in terms of their diversity, equity, and inclusion outcomes is important for the perceived trustworthiness and public acceptance of this technology.

随着人工智能(AI)的性能使算法得到改进,它们用于提高人力资源管理(HRM)决策的效率和有效性的潜力也随之增加。然而,公众对人工智能算法的不信任可能会阻止组织使用这项技术来改善人力资源管理决策。在这里,我们研究了一个可能影响人力资源管理中使用的人工智能算法的感知可信度的因素,特别是那些用于人员选择决策的因素。根据组织公正和信任理论,我们假设,在招聘传统上受歧视的人口群体成员方面,算法与人类招聘人员相比如何的知识可以作为公平启发式,通过增加其感知能力、仁慈和完整性来影响算法的感知可信度。在三项实验研究中(N = 1382),我们表明,当人们被告知在人事选择中使用的算法导致更多的女性或少数族裔被雇用时,与人类招聘人员做出的选择决定相比,他们认为它具有更高的能力,仁慈和正直,并且更愿意采用它并遵循它的建议。当该算法被认为会减少女性和少数族裔被雇用的数量时,情况正好相反。我们的研究表明,审计使用人工智能算法做出的人员选择决策,并就其与人类招聘人员在多样性、公平性和包容性结果方面的比较进行沟通,对于这种技术的感知可信度和公众接受度非常重要。
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引用次数: 0
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International Journal of Selection and Assessment
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